Author

Monique C. Haak

Leiden University Medical CenterORCID 0000-0002-0443-1997Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1 Physiology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Aina Cervera-BareaiD· 1 shared Ana I. L. NambureteiD· 1 shared Arie O. VerkerkiD· 1 shared Arnie BoenderiD· 1 shared Christian ThirioniD· 1 shared Emiel J.M. Kramer· 1 shared Evelien E. BirzaiD· 1 shared Felipe A. MoseriD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperPhysiology

Aina Cervera-BareaORCID

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2 papers

Recent·Most cited

AAV6-HCN4t-mediated biological pacing as a potential life-saving therapy for congenital complete heart block

Jianan Wang, Evelien E. Birza, Veronique M.F. Meijborg, Arie O. Verkerk, Aina Cervera-Barea, Timo Jonker, Ruud N. Visser, Rinske Sparrius, Mischa Klerk, Arnie Boender, Yuting Yang, Emiel J.M. Kramer, Ganghyun Kwak, Kyungho Park, Larry C. Park, , Gerard J.J. Boink

This study develops AAV6-HCN4t gene therapy to enhance biological pacing in complete heart block, showing sustained effects in rats and pigs.

bioRxiv · Jul 31, 2025 · PreprintPhysiology

Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning

Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, Ana I. L. Namburete

The paper develops a CNN for automated segmentation of fetal brain structures in 3D ultrasound using few-shot learning, achieving performance close to intra-observer variability with minimal manual annotations.

NeuroImage · Mar 21, 2022Peer-reviewedNeuroscience